IVFR extends global Fréchet regression to endogenous covariates via projection of IV-weighted quantile curves onto valid distributions in 2-Wasserstein space, with weak convergence to a Gaussian process and valid multiplier bootstrap for uniform inference.
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econ.EM 2years
2026 2verdicts
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A synthetic control estimator for conditional distributional treatment effects based on parallel trends in distribution regression parameters, with asymptotic theory, a supremum test, and a minimum wage application.
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IV regression with distribution-valued outcomes
IVFR extends global Fréchet regression to endogenous covariates via projection of IV-weighted quantile curves onto valid distributions in 2-Wasserstein space, with weak convergence to a Gaussian process and valid multiplier bootstrap for uniform inference.
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A Synthetic Control Approach to Conditional Distributional Treatment Effects
A synthetic control estimator for conditional distributional treatment effects based on parallel trends in distribution regression parameters, with asymptotic theory, a supremum test, and a minimum wage application.